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ccaPP (version 0.1.1)

(Robust) canonical correlation analysis via projection pursuit

Description

Canonical correlation analysis via projection pursuit and fast implementations of correlation estimators, with a focus on robust and nonparametric methods.

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Version

Install

install.packages('ccaPP')

Monthly Downloads

1,368

Version

0.1.1

License

GPL (>= 2)

Maintainer

Andreas Alfons

Last Published

August 16th, 2012

Functions in ccaPP (0.1.1)

fastMedian

Fast implementation of the median

ccaPP-package

(Robust) canonical correlation analysis via projection pursuit

corFunctions

Fast implementations of (robust) correlation estimators

ccaProj

(Robust) CCA via projections through the data points

permTest

(Robust) permutation test for independence

fastMAD

Fast implementation of the median absolute deviation

ccaGrid

(Robust) CCA via alternating series of grid searches